{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "a7999f20-009e-4bf4-90b3-8e3dd96b5ded",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "信计221 刘显婷 224180117\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "print('信计221 刘显婷 224180117')\n",
    "import networkx as nx\n",
    "import matplotlib.pyplot as plt\n",
    "# 创建图形\n",
    "G = nx.Graph()\n",
    "# 假设一些边连接A, B, C, D, E, F, G节点\n",
    "G.add_edges_from([\n",
    "    ('A', 'B'), ('A', 'C'), ('B', 'D'), ('C', 'D'),\n",
    "    ('D', 'E'), ('D', 'F'), ('F', 'G')\n",
    "])\n",
    "# 绘制图形\n",
    "plt.figure(figsize=(8, 6))\n",
    "nx.draw(G, with_labels=True, node_size=2500, font_size=12, font_weight='bold', node_color='lightblue', edge_color='gray')\n",
    "plt.axis('off')\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "b75a2712-578f-42ac-b40f-43644740e59b",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "信计221 刘显婷 224180117\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "print('信计221 刘显婷 224180117')\n",
    "import networkx as nx\n",
    "import matplotlib.pyplot as plt\n",
    "# 创建一个有向图对象\n",
    "G = nx.DiGraph()\n",
    "# 添加节点\n",
    "for i in range(8):\n",
    "    G.add_node(i)\n",
    "# 添加边及权重\n",
    "edges = [\n",
    "    (0, 1, 2), (0, 2, 8), (0, 3, 1),\n",
    "    (1, 4, 1), (1, 2, 6),\n",
    "    (2, 4, 5), (2, 5, 1), (2, 6, 7),\n",
    "    (3, 6, 9),\n",
    "    (4, 5, 3), (4, 7, 8),\n",
    "    (5, 7, 6), (5, 6, 4),\n",
    "    (6, 7, 3)\n",
    "]\n",
    "for edge in edges:\n",
    "    G.add_edge(edge[0], edge[1], weight=edge[2])\n",
    "# 绘制图形\n",
    "pos = nx.spring_layout(G)  # 布局方式，这里使用弹簧布局\n",
    "nx.draw_networkx_nodes(G, pos, node_color='r', node_size=1500)\n",
    "nx.draw_networkx_edges(G, pos, arrowstyle='->', arrowsize=20)\n",
    "labels = nx.get_edge_attributes(G, 'weight')\n",
    "nx.draw_networkx_edge_labels(G, pos, edge_labels=labels)\n",
    "nx.draw_networkx_labels(G, pos)\n",
    "# 显示图形\n",
    "plt.axis('off')\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "dba87569-518d-4bd3-a9b6-c804e58431ef",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.12.4"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
